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AMD Instinct MI300X~241 tok/s (Q4)

deepseek-ai/DeepSeek-R1-Distill-Qwen-32B speed on AMD Instinct MI300X

Quantization-specific throughput and VRAM requirements for deepseek-ai/DeepSeek-R1-Distill-Qwen-32B running on AMD Instinct MI300X.

Speed Snapshot

Topline estimate from compatibility data

Modeldeepseek-ai/DeepSeek-R1-Distill-Qwen-32B

GPUAMD Instinct MI300X

Q4 speed241 tok/s

Q4 VRAM required16GB

Data Source

Calculation and benchmark status

Speed values come from the compatibility dataset (`estimatedTokensPerSec`) and are sorted by quantization.

For full verdict logic and alternate GPUs, see the canonical compatibility page.

Quantization Speed Table

Quantization	VRAM needed	VRAM available	Speed	Verdict
Q4	16GB	192GB	241 tok/s	✅ Fits
Q8	33GB	192GB	193 tok/s	✅ Fits
FP16	66GB	192GB	95 tok/s	✅ Fits